Muratcankoylan
Context engineering research
Skills for memory, compression, evaluation, and agent tool design.
Featured skills
context-engineering-collection
A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and...
context-compression
This skill should be used when long-running agent sessions need context compression, structured summarization,...
context-degradation
This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context...
context-fundamentals
This skill should be used to explain or reason about the foundational concepts of context engineering: what context is,...
context-optimization
This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache...
evaluation
This skill should be used when building agent evaluation systems: deterministic checks, regression suites,...
memory-systems
This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity...
multi-agent-patterns
This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm...
tool-design
This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions...
digital-brain
This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship...
hosted-agents
This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding...
Mvanhorn
Agent publishing systems
Reusable tools for publishing, cataloging, research, and content creation.
N8n Io
Visual workflow automation
Skills for integrations, automation, experiments, and community nodes.
Nousresearch
Open model research
Skills for open models, Hermes agents, evaluations, and infrastructure.